Edge 425: Inside Mamba, the Most Famous SSM Model
Was this email forwarded to you? Sign up here
In this issue:
💡 ML Concept of the Day: Diving Into MambaWhen come to State Space Models(SSMs) no architecture has achieved more notoriety than Mamba. The famous was introduced created by researchers from Carnegie Mello and Princeton University in a recent paper and is capable of achieving performance comparable to the Transformer model while managing extensive sequence lengths, such as one million tokens. This breakthrough is possible because Mamba eliminates the “quadratic bottleneck” found in the Attention Mechanism. Additionally, Mamba operates with impressive speed, reportedly up to five times faster than the Transformer model. To put this in context, let’s show how Mamba improves two of the essential functions of foundation models which are communication between tokens and computation within a token. In Transformers, these roles are handled by the Attention mechanism (for communication) and Multilayer Perceptrons (MLPs) (for computation). Improvements to Transformer models typically focus on optimizing these two functions... Subscribe to TheSequence to unlock the rest.Become a paying subscriber of TheSequence to get access to this post and other subscriber-only content. A subscription gets you:
|
Older messages
Black Forest Labs
Sunday, August 25, 2024
The startup powering image generation for xAI's Grok. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Edge 424: How DeepMind's AlphaProof and AlphaGeometry-2 Achieved Silver Medal Status in the International Math Oly…
Thursday, August 22, 2024
One model focuses on algebra and number theory, while the other mastered geometry. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Edge 423: Understanding the SSM Fundamental Equation
Tuesday, August 20, 2024
Some of the foundations of SSMs plus an exploration of a classic model. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
The Sequence Chat: Emad Mostaque -Stability AI, Schelling AI- About Open and Decentralized AI
Tuesday, August 20, 2024
The co-founder and former CEO of Stability AI discusses his new vision for decentralized AI and his new project. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Edge 422: How NuminaMath Won the AI Math Olympiad?
Tuesday, August 20, 2024
The model combines a novel neurosymbolic architecture with a unique training mechanism. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
You Might Also Like
Issue #568: Random mazes, train clock, and ReKill
Friday, November 22, 2024
View this email in your browser Issue #568 - November 22nd 2024 Weekly newsletter about Web Game Development. If you have anything you want to share with our community please let me know by replying to
Whats Next for AI: Interpreting Anthropic CEOs Vision
Friday, November 22, 2024
Top Tech Content sent at Noon! How the world collects web data Read this email in your browser How are you, @newsletterest1? 🪐 What's happening in tech today, November 22, 2024? The HackerNoon
iOS Cocoa Treats
Friday, November 22, 2024
View in browser Hello, you're reading Infinum iOS Cocoa Treats, bringing you the latest iOS related news straight to your inbox every week. Using the SwiftUI ImageRenderer The SwiftUI ImageRenderer
iOS Dev Weekly - Issue 688
Friday, November 22, 2024
How do you get an app featured on the App Store? There's a new process, and it's great! 📝 View on the Web Archives ISSUE 688 November 22nd 2024 Comment Every developer, from solo indie devs to
Why Nvidia's CEO loves NotebookLM
Friday, November 22, 2024
I love my Alexa-enabled microwave; Best early Black Friday deals -- ZDNET ZDNET Tech Today - US November 22, 2024 Jensen Huang Even Nvidia's CEO is obsessed with Google's NotebookLM AI tool
Digest #151: Uber’s Migration, Terraform Tips, AMI Creation, and Helm Chart Scanning
Friday, November 22, 2024
Learn zero-downtime migration techniques, improve testing workflows, and master AMI creation. Plus, explore Terraform tools, Helm chart validation, and debugging AWS EC2 issues. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
SWLW #626: AI makes Tech Debt more expensive, The problem with most L&D strategies, and more.
Friday, November 22, 2024
Weekly articles & videos about people, culture and leadership: everything you need to design the org that makes the product. A weekly newsletter by Oren Ellenbogen with the best content I found
Warning: Over 2,000 Palo Alto Networks Devices Hacked in Ongoing Attack Campaign
Friday, November 22, 2024
THN Daily Updates Newsletter cover Generative AI For Dummies ($18.00 Value) FREE for a Limited Time Generate a personal assistant with generative AI Download Now Sponsored LATEST NEWS Nov 22, 2024
⚙️ Businesses increase AI spend to $13.8 billion
Friday, November 22, 2024
Plus: World leaders endorse digital green action plan
Post from Syncfusion Blogs on 11/22/2024
Friday, November 22, 2024
New blogs from Syncfusion Building Oqtane Modules with Syncfusion Components for Blazor [Webinar Show Notes] By Carter Harris This blog provides show notes for our Nov. 14, 2024, webinar, “Building